Publications for Year 2020

A. Rios, L. Itti, Lifelong Learning Without a Task Oracle, In: Proceedings of ICTAI 2020, pp. 3332-3338, Nov 2020. [2020 acceptance rate: 25%] (Cited by 12)

Y. Ge, G. Xin, Z. Xu, Y. Xiao, Y. Pang, H. Yining, L. Itti, Generative Auto-Encoder: Controllable Synthesis with Disentangled Exploration, 2020. [ArXiv Preprint] (Cited by 9)

J. T. Leksut, J. Zhao, L. Itti, Learning visual variation for object recognition, Image and Vision Computing, pp. 1-11, Elsevier, 2020. [2020 impact factor: 4.48] (Cited by 12)

S. Wen, L. Itti, Beneficial Perturbations Network for Defending Adversarial Examples, arXiv preprint arXiv:2009.12724, 2020. [ArXiv Preprint] (Cited by 5)

S. A. Sontakke, A. Mehrjou, L. Itti, B. Scholkopf, Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning, arXiv preprint arXiv:2010.03110, 2020. [ArXiv Preprint] (Cited by 72)

S. Roychowdhury, S. A. Sontakke, N. Puri, M. Sarkar, M. Aggarwal, P. Badjatiya, B. Krishnamurthy, L. Itti, Unsupervised Hierarchical Concept Learning, arXiv preprint arXiv:2010.02556, 2020. [ArXiv Preprint] (Cited by 1)

Y. Ge, S. Abu-El-Haija, G. Xin, L. Itti, Zero-shot Synthesis with Group-Supervised Learning, arXiv preprint arXiv:2009.06586, 2020. [ArXiv Preprint] (Cited by 48)

K. Lekkala, L. Itti, Attentive Feature Reuse for Multi Task Meta learning, arXiv preprint arXiv:2006.07438, 2020. [ArXiv Preprint] (Cited by 9)

S. Wen, A. Rios, Y. Ge, L. Itti, Beneficial Perturbation Network for designing general adaptive artificial intelligence systems, arXiv preprint arXiv:2009.13954, 2020. [ArXiv Preprint] (Cited by 27)

Y. Ge, J. Zhao, L. Itti, Pose Augmentation: Class-Agnostic Object Pose Transformation for Object Recognition, In: European Conference on Computer Vision (ECCV'20), Springer, pp. 138--155, 2020. [2020 acceptance rate: 27.1%] (Cited by 9)